Tag Archives: natural language processing

Text as Data: A Call to Standardize Access and Training

Text as Fist

By Laura K. Nelson

Data come in all shapes and sizes, but in the past ten years we have seen huge leaps in the amount of data readily available in the form of unstructured or semi-structured text. This presents both opportunities and challenges for social science researchers, including social movements scholars.

Two sources of text-as-data have long been staples in social movements research: newspapers and organizational literature. Newspapers have been used as the basis for event counts (e.g., here, here, and here), as a measurement of movement frames, and as a movement outcome (e.g., here and here). Organizational literature is often used to show that the way social movements themselves express ideas is critical to their success (e.g. here, here, and here). Continue reading


Filed under Essay Dialogues, Social Movement Data